A Machine Learning Method to Trace Cancer Primary Lesion Using Microarray-Based Gene Expression Data

Cancer of unknown primary site (CUP) is a heterogeneous group of cancers whose tissue of origin remains unknown after detailed investigation by conventional clinical methods. The number of CUP accounts for roughly 3%–5% of all human malignancies. CUP patients are usually treated with broad-spectrum...

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Detalhes bibliográficos
Main Authors: Qingfeng Lu, Fengxia Chen, Qianyue Li, Lihong Chen, Ling Tong, Geng Tian, Xiaohong Zhou
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-04-01
Colecção:Frontiers in Oncology
Assuntos:
cancer of the unknown primary site
human malignancies
gene expression
XGBoost
gene selection
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fonc.2022.832567/full
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